Chungsoo Kim

A standardized analytics pipeline for reliable and rapid development and validation of prediction models using observational health data

Sara Khalid, Cynthia Yang, Clair Blacketer et al. · Computer Methods and Programs in Biomedicine · 2021 · 48 citations · Full text

Machine-learning model to predict the cause of death using a stacking ensemble method for observational data

Chungsoo Kim, Seng Chan You, Jenna Reps et al. · Journal of the American Medical Informatics Association · 2020 · 41 citations · Full text

Seek COVER: using a disease proxy to rapidly develop and validate a personalized risk calculator for COVID-19 outcomes in an international network

Ross D. Williams, Aniek F. Markus, Cynthia Yang et al. · BMC Medical Research Methodology · 2022 · 33 citations · Full text

Seek COVER: Development and validation of a personalized risk calculator for COVID-19 outcomes in an international network

Ross D. Williams, Aniek F. Markus, Cynthia Yang et al. · 2020 · 28 citations · Full text

Population Health Sciences, Covid-19 Epidemiology, Covid-19 +25

Implementation of the COVID-19 Vulnerability Index Across an International Network of Health Care Data Sets: Collaborative External Validation Study

Jenna Reps, Chungsoo Kim, Ross D. Williams et al. · JMIR Medical Informatics · 2021 · 26 citations · Full text